Dynatrace

AUGUST 8, 2024

As recent events have demonstrated, major software outages are an ever-present threat in our increasingly digital world. From business operations to personal communication, the reliance on software and cloud infrastructure is only increasing. Software bugs Software bugs and bad code releases are common culprits behind tech outages.

Software 290

Software Software Infrastructure Network 290

Dynatrace

NOVEMBER 20, 2024

This rising risk amplifies the need for reliable security solutions that integrate with existing systems. Membership in MISA is nomination-only and reserved for independent software vendors who develop security solutions that effectively integrate with MISA-qualifying Microsoft Security products.

Best Practices 299

Best Practices Innovation Azure Cloud 299

DZone

SEPTEMBER 11, 2024

Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.

Systems 255

Systems Java Software Architecture Programming 255

DZone

MAY 19, 2020

When a software program or an application does not work the way it is created or designed to perform, it is called a software bug. In most cases, these errors are caused by developers or designers. It is estimated that software developers make 100-150 errors for every thousand lines of code.

Systems 246

Systems Programming Design Software 246

DZone

FEBRUARY 26, 2024

Embedded systems have become an integral part of our daily lives, from smartphones and home appliances to medical devices and industrial machinery. These systems are designed to perform specific tasks efficiently, often in real-time, without the complexities of a general-purpose computer.

Operating System 195

Operating System Systems Automotive Design 195

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 251

Latency Cache Infrastructure Strategy 251

DZone

NOVEMBER 9, 2021

If you start catching bugs early, it will save you tons of time fixing them later.nn> Design reviewnnIt’s a very powerful tool when used in a good way. I really like what one of the smartest people with whom I worked said: “A good design is a design where you can see the code”. You may think that you know how the system works.

Software 245

Software Software Code Design 245

DZone

JUNE 25, 2024

As display manufacturing continues to evolve, the demand for scalable software solutions to support automation has become more critical than ever. Scalable software architectures are the backbone of efficient and flexible production lines, enabling manufacturers to meet the increasing demands for innovative display technologies.

Scalability 241

Scalability Software Software Software Architecture 241

Dynatrace

APRIL 19, 2023

Creating an ecosystem that facilitates data security and data privacy by design can be difficult, but it’s critical to securing information. When organizations focus on data privacy by design, they build security considerations into cloud systems upfront rather than as a bolt-on consideration.

Design 246

Design Storage Programming Analytics 246

The Netflix TechBlog

MARCH 4, 2025

Part 3: System Strategies and Architecture By: VarunKhaitan With special thanks to my stunning colleagues: Mallika Rao , Esmir Mesic , HugoMarques This blog post is a continuation of Part 2 , where we cleared the ambiguity around title launch observability at Netflix. The request schema for the observability endpoint.

Traffic 180

Traffic Strategy Entertainment Innovation 180

O'Reilly

MARCH 25, 2025

The system is inconsistent, slow, hallucinatingand that amazing demo starts collecting digital dust. Most teams approach this like traditional software development but quickly discover it’s a fundamentally different beast. Traditional versus GenAI software: Excitement builds steadilyor crashes after the demo. The way out?

Systems 69

Systems Development Tuning Monitoring 69

DZone

SEPTEMBER 8, 2022

Configuration testing plays a critical part in the development life cycle by specifying the quality and portability of software. It helps to understand whether a program can be used on any operating system other than the one for which it was designed.

Software 244

Software Software Testing Operating System 244

Smashing Magazine

JANUARY 7, 2025

How To Design For High-Traffic Events And Prevent Your Website From Crashing How To Design For High-Traffic Events And Prevent Your Website From Crashing Saad Khan 2025-01-07T14:00:00+00:00 2025-01-07T22:04:48+00:00 This article is sponsored by Cloudways Product launches and sales typically attract large volumes of traffic.

Traffic 86

Traffic Website Design Cache 86

Dynatrace

NOVEMBER 2, 2022

Why organizations are turning to software development to deliver business value. Digital immunity has emerged as a strategic priority for organizations striving to create secure software development that delivers business value. Software development success no longer means just meeting project deadlines. Autonomous testing.

Software 246

Software Software Artificial Intelligence DevOps 246

Dynatrace

JANUARY 22, 2025

Enhanced observability and release validation Dynatrace already excels at delivering full-stack, end-to-end observability of your systems and user journeys. Everyone involved in the software delivery lifecycle can work together more effectively with a single source of truth and a shared understanding of pipeline performance and health.

Monitoring 242

Monitoring DevOps Metrics Virtualization 242

Dynatrace

OCTOBER 4, 2022

Software and data are a company’s competitive advantage. That’s because every company is now a software company. As a result, organizations need software to work perfectly to create customer experiences, deliver innovation, and generate operational efficiency. That’s exactly what a software intelligence platform does.

Analytics 246

Analytics Software Software Storage 246

Dynatrace

FEBRUARY 4, 2025

In this blog post, we will see how Dynatrace harnesses the power of observability and analytics to tailor a new experience to easily extend to the left, allowing developers to solve issues faster, build more efficient software, and ultimately improve developer experience!

Development 235

Development Analytics Code Architecture 235

The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems. ETL workflows), as well as downstream (e.g.

Systems 235

Systems Media Cache Open Source 235

DZone

OCTOBER 11, 2021

Today I want to tell you a few words about how you can describe your system through mathematical equations — at least to some degree. This article is more focused on overall system design and architecture than any other written by me till today — so consider yourself warned.

Software 246

Software Software Architecture Design 246

O'Reilly

JANUARY 21, 2025

TL;DR: Enterprise AI teams are discovering that purely agentic approaches (dynamically chaining LLM calls) dont deliver the reliability needed for production systems. The prompt-and-pray modelwhere business logic lives entirely in promptscreates systems that are unreliable, inefficient, and impossible to maintain at scale.

Software Engineering 119

Software Engineering Efficiency Engineering Systems 119

Dynatrace

FEBRUARY 4, 2025

Every software developer has faced the frustration of debugging. Source code isolation : Live Debugger integrates with source control management systems to display the correct source code revision and provide a seamless debugging experience. The problem intensifies when bugs occur mysteriously only in production.

Open Source 223

Open Source Code Engineering Best Practices 223

DZone

JUNE 24, 2024

Traditional enterprise storage or HPC-focused parallel file systems are costly and challenging to manage for AI-scale deployments. High-performance storage systems can significantly reduce AI model training time. Delays in data access can also impact AI model accuracy, highlighting the critical role of storage performance.

Systems 130

Systems Software Software Storage 130

Dynatrace

MARCH 5, 2025

Observability is no longer just for IT Ops Observability is no longer just about monitoring IT systems. Today, observability is integral to the entire software development lifecycle. wanted to take a moment to expandon thekey themes we touched on in our conversation. Its aboutunderstandingand automating the entire digital ecosystem.

Innovation 232

Innovation Speed Efficiency Engineering 232

InfoQ

NOVEMBER 18, 2024

Discover how Livi navigated the complexities of transitioning MJog, a legacy healthcare system, to a cloud-native architecture, sharing valuable insights for successful tech modernization. Our experience illustrates that transitioning from legacy systems to cloud-based microservices is not a one-time project but an ongoing journey.

Healthcare 97

Healthcare Architecture Cloud Systems 97

Dynatrace

FEBRUARY 28, 2025

Our detailed analysis not only illuminates the specifics of CVE-2024-53677 but also offers practical measures to secure your software systems against similar threats. Organizations can better protect their systems and data from exploitation by comprehensively addressing each phase.

Social Media 147

Social Media Java Open Source Media 147

Dynatrace

MARCH 25, 2025

With Live Debugger, you can see the precise inputs called your by code in production so you can design your tests accordingly. You can verify any system settings that might impact your tests and see them in action. Performance benchmarking Performance benchmarking is one of the unresolved mysteries of software engineering.

Benchmarking 147

Benchmarking Code Open Source Engineering 147

InfoQ

NOVEMBER 1, 2024

At QCon San Francisco 2024, software architecture is front and center, with two tracks dedicated to exploring some of the largest and most complex architectures today. Join senior software practitioners as they provide inspiration and practical lessons for architects seeking to tackle issues at a massive scale. By Artenisa Chatziou

Software Architecture 85

Software Architecture Architecture Software Software 85

Dynatrace

AUGUST 13, 2024

Modern observability and security require comprehensive access to your hosts, processes, services, and applications to monitor system performance, conduct live debugging, and ensure application security protection. Changes are introduced on a controlled schedule, typically once a week, to reduce the risk of affecting customer systems.

Monitoring 279

Monitoring Open Source Testing Software 279

Scalegrid

OCTOBER 18, 2024

Due to its versatility for storing information in both structured and unstructured formats, PostgreSQL is the fourth most used standard in modern database management systems (DBMS) worldwide 1. Offering comprehensive access to files, software features, and the operating system in a more user-friendly manner to ensure control.

Open Source 147

Open Source Database Cloud Operating System 147

Dynatrace

JANUARY 26, 2021

Companies can choose whatever combination of infrastructure, platforms, and software will help them best achieve continuous integration and continuous delivery (CI/CD) of new apps and services while simultaneously baking in security measures. Development teams create and iterate on new software applications. Development. Operations.

DevOps 306

DevOps Best Practices Open Source Tuning 306

DZone

MARCH 8, 2024

Finite state machines (FSMs) offer a solution by modeling system behavior as states and transitions, a useful tool that can help software engineers understand software behavior and design effective test cases. This article explores the pros and cons of FSMs via simple examples.

Software 162

Software Software Testing Software Engineering 162

DZone

SEPTEMBER 5, 2019

Over the past decade, DevOps has emerged as a new tech culture and career that marries the rapid iteration desired by software development with the rock-solid stability of the infrastructure operations team.

DevOps 277

DevOps Software Engineering Infrastructure Engineering 277

DZone

JANUARY 31, 2024

The reality of the startup is that engineering teams are often at a crossroads when it comes to choosing the foundational architecture for their software applications. The appeal of building a system that's inherently designed to grow and adapt as the startup evolves is undeniable.

Architecture 289

Architecture Scalability Design Engineering 289

DZone

JANUARY 23, 2022

Building resilient systems requires comprehensive error management. Errors could occur in any part of the system / or its ecosystem and there are different ways of handling these e.g. Datacenter - data center failure where the whole DC could become unavailable due to power failure, network connectivity failure, environmental catastrophe, etc.

Hardware 243

Hardware DevOps Network Storage 243

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. Dynatrace news. As teams begin collecting and working with observability data, they are also realizing its benefits to the business, not just IT.

Metrics 363

Metrics Open Source Monitoring Cloud 363

O'Reilly

SEPTEMBER 12, 2023

That statement nicely summarizes what makes software development difficult. OS X, which used to trumpet “It just works,” has evolved to “it used to just work”; the most user-centric Unix-like system ever built now staggers under the load of new and poorly thought-out features. Controlling complexity is.” I’m not the one to say.)

Software 140

Software Software Development Programming 140

Brendan Gregg

OCTOBER 28, 2024

At Intel we've been creating a new analyzer tool to help reduce AI costs called AI Flame Graphs : a visualization that shows an AI accelerator or GPU hardware profile along with the full software stack, based on my CPU flame graphs. It's designed to be easy and low-overhead , just like a CPU profiler. Why is AI profiling hard?

Programming 130

Programming Hardware Tuning C++ 130